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» Prediction intervals for regression models
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MLCW
2005
Springer
13 years 10 months ago
Estimating Predictive Variances with Kernel Ridge Regression
In many regression tasks, in addition to an accurate estimate of the conditional mean of the target distribution, an indication of the predictive uncertainty is also required. Ther...
Gavin C. Cawley, Nicola L. C. Talbot, Olivier Chap...
CVPR
1997
IEEE
13 years 9 months ago
Prediction Intervals for Surface Growing Range Segmentation
The surface growing framework presented by Besl and Jain [2] has served as the basis for many range segmentation techniques. It has been augmented with alternative fitting techni...
James V. Miller, Charles V. Stewart
ICMLA
2009
13 years 2 months ago
Conditional Prediction Intervals for Linear Regression
Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, ...
ECML
2004
Springer
13 years 10 months ago
Inducing Polynomial Equations for Regression
Regression methods aim at inducing models of numeric data. While most state-of-the-art machine learning methods for regression focus on inducing piecewise regression models (regres...
Ljupco Todorovski, Peter Ljubic, Saso Dzeroski
CSMR
2009
IEEE
13 years 9 months ago
Application of TreeNet in Predicting Object-Oriented Software Maintainability: A Comparative Study
There is an increasing interest in more accurate prediction of software maintainability in order to better manage and control software maintenance. Recently, TreeNet has been prop...
Mahmoud O. Elish, Karim O. Elish